Research Article
Vibration Images-Driven Fault Diagnosis Based on CNN and Transfer Learning of Rolling Bearing under Strong Noise
Table 9
Evaluation data of test results.
| Sample categories | Accuracy (%) | Average precision (%) | Average recall rate (%) | Average F1-score (%) |
| EP | 98.75 | 98.75 | 98.75 | 98.50 | IMFA | 93.75 | 94.25 | 93.75 | 94.00 | SPCI | 99.19 | 99.25 | 99.25 | 99.00 | GTM | 96.67 | 96.75 | 96.75 | 96.50 |
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